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I saw the docstring about numerical instability of the linear squares models, it should be pretty simple to add a l2 regularization parameter to the closed form solution (even simpler via SVD where fo…
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We support multivariate distributions and nalgebra is part of our API. We'll be merging #209 and this will be a breaking change. The `new` methods clearly rely on `nalgebra`, but it might be more impl…
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Planned improvements for LinearAlgebra module.
## Features
- [ ] Distributed support
- [ ] GPU support via cuBLAS / clBLAS
- [ ] Feature completeness of dense local linear algebra (https://githu…
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Tensors from `sage.tensor` are stored as `sage.tensor.modules.Components`, which is a dictionary with index tuples as keys.
We propose to create additional backends for numerical coordinate rings:
…
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Do you have any strategy or plans to support units for vectors? (Let's say non-dynamically sized vectors.)
For example, I have a position in 3D space that can be in Angstroms or Bohr units (or meters…
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Should this be implemented using an AD object? Can this AD object handle linear algebra? How much of it is orthogonal to numeric?
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### 🐛 Describe the bug
I noticed that `torch.linalg.lstsq` is returning the wrong results for this sample which I attached here for reproducibility: https://drive.google.com/drive/folders/1rLJRrOmR_Y…
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(cc @jedbrown / @certik / @poulson ) This discussion is going to be relevant to the Julia package as well since they rely on a high performance BLAS as well.
This issue is related to https://github.c…
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## interactive tutorials
- [circles-sines-signals](https://jackschaedler.github.io/circles-sines-signals/coordinates.html)
- [complex-analysis](https://complex-analysis.com/content/table_of_contents…
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Introducing benchmarks against other linear algebra libraries could:
- aid with the process of picking a specific library for your use case
- show performance issues and where implementation could b…